Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-09 0.194934 0.215983 0.239177 0.266779 0.298928 0.335433 0.380364
2025-02-16 0.161133 0.189788 0.224198 0.269221 0.327581 0.402138 0.507103
2025-02-23 0.138598 0.170232 0.210576 0.267149 0.346745 0.458608 0.635462
2025-03-02 0.119358 0.150884 0.192817 0.254625 0.347069 0.486995 0.730328
2025-03-09 0.107895 0.139821 0.183871 0.251759 0.359169 0.533664 0.867446
2025-03-16 0.099471 0.131688 0.177582 0.251169 0.373730 0.586592 1.034049
2025-03-23 0.093055 0.125567 0.173231 0.252489 0.391028 0.647777 1.241953
2025-03-30 0.084564 0.115553 0.161856 0.240764 0.383351 0.659995 1.347152
2025-04-06 0.077771 0.107482 0.152653 0.231386 0.378137 0.675586 1.467903
2025-04-13 0.072255 0.100913 0.145189 0.224016 0.375354 0.695452 1.610370
2025-04-20 0.069815 0.098881 0.144771 0.228863 0.397059 0.774991 1.974116
2025-04-27 0.068302 0.098157 0.146375 0.237483 0.427995 0.886034 2.530456
2025-05-04 0.066386 0.096720 0.146771 0.244173 0.456923 1.004754 3.252232
2025-05-11 0.064671 0.095492 0.147435 0.251539 0.489294 1.147554 4.288646
2025-05-18 0.061894 0.092289 0.144311 0.250882 0.502612 1.240119 5.232403
2025-05-25 0.057870 0.086722 0.136503 0.239653 0.487673 1.236807 5.591827
2025-06-01 0.055369 0.083621 0.132975 0.237077 0.494516 1.311188 6.665083
2025-06-08 0.053340 0.081211 0.130536 0.236549 0.506711 1.411109 8.233538
2025-06-15 0.051689 0.079357 0.128985 0.237767 0.523982 1.540043 10.578235
2025-06-22 0.048710 0.075002 0.122383 0.226961 0.505254 1.514437 11.076115
2025-06-29 0.046179 0.071337 0.116916 0.218305 0.491612 1.507213 11.877718
2025-07-06 0.044023 0.068253 0.112410 0.211496 0.482489 1.517865 13.069137
2025-07-13 0.043272 0.067662 0.112730 0.215975 0.508331 1.704227 18.576249